Outlier-Robust Clustering of Non-Spherical Mixtures

6 May 2020

Papers citing "Outlier-Robust Clustering of Non-Spherical Mixtures"

9 / 9 papers shown

Title
A New Approach to Learning Linear Dynamical Systems Ainesh Bakshi Allen Liu Ankur Moitra Morris Yau 30 14 0 23 Jan 2023
List-Decodable Covariance Estimation Misha Ivkov Pravesh Kothari 31 7 0 22 Jun 2022
Private Robust Estimation by Stabilizing Convex Relaxations Pravesh Kothari Pasin Manurangsi A. Velingker 43 46 0 07 Dec 2021
Kalman Filtering with Adversarial Corruptions Sitan Chen Frederic Koehler Ankur Moitra Morris Yau AAML 27 10 0 11 Nov 2021
Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally Pravesh Kothari Peter Manohar Brian Hu Zhang 29 16 0 22 Oct 2021
Learning GMMs with Nearly Optimal Robustness Guarantees Allen Liu Ankur Moitra 28 15 0 19 Apr 2021
Outlier-Robust Learning of Ising Models Under Dobrushin's Condition Ilias Diakonikolas D. Kane Alistair Stewart Yuxin Sun 26 15 0 03 Feb 2021
Settling the Robust Learnability of Mixtures of Gaussians Allen Liu Ankur Moitra 40 41 0 06 Nov 2020
Robustly Learning any Clusterable Mixture of Gaussians Ilias Diakonikolas Samuel B. Hopkins D. Kane Sushrut Karmalkar 38 45 0 13 May 2020